Encyclopedia of Machine Learning [[electronic resource] /] / edited by Claude Sammut, Geoffrey I. Webb

• Pubblicazione: New York, NY : , : Springer US : , : Imprint : Springer, , 2010
• Edizione: 1st ed. 2010.
• Descrizione fisica: 1 online resource (XXVI, 1031p. 95 illus. in color. eReference.)
• Disciplina: 006.3
• Soggetto topico: Artificial intelligence; Data mining; Pattern recognition; Statistics ; Artificial Intelligence; Data Mining and Knowledge Discovery; Pattern Recognition; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences
• Persona (resp. second.): SammutClaude; WebbGeoffrey I
• Note generali: "With 293 figures and 78 tables."
• Nota di bibliografia: Includes bibliographical references.
• Nota di contenuto: Clustering -- Statistical Machine Learning -- Statistical Language Learning -- Inductive Logic Programming -- Learning and Logic -- Meta-Learning -- ROC analysis -- Information Theory -- Instance-based Learning Time Series -- Policy Search and Active Selection -- Reinforcement Learning -- Artificial Neural Network -- Text Mining -- Machine Learning in Bioinformatics -- Rule Learning -- Evolutionary Computation -- Behavioral Cloning -- Search -- Computational Learning Theory -- Online Learning -- Learning Paradigms -- Model-based Reinforcement Learning -- Active Learning -- Explanation-based Learning -- Data Mining -- Graph Mining.
• Titolo autorizzato: Encyclopedia of Machine Learning
• ISBN: 1-280-38505-7; 9786613562975; 0-387-30164-X
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910767509603321
• Lo trovi qui: Univ. Federico II